Overview

Dataset statistics

Number of variables31
Number of observations284807
Missing cells0
Missing cells (%)0.0%
Duplicate rows773
Duplicate rows (%)0.3%
Total size in memory67.4 MiB
Average record size in memory248.0 B

Variable types

Numeric30
Categorical1

Alerts

Dataset has 773 (0.3%) duplicate rowsDuplicates
V2 is highly overall correlated with AmountHigh correlation
V10 is highly overall correlated with ClassHigh correlation
V11 is highly overall correlated with ClassHigh correlation
V12 is highly overall correlated with ClassHigh correlation
V14 is highly overall correlated with ClassHigh correlation
V16 is highly overall correlated with ClassHigh correlation
V17 is highly overall correlated with ClassHigh correlation
V18 is highly overall correlated with ClassHigh correlation
V21 is highly overall correlated with V22High correlation
V22 is highly overall correlated with V21High correlation
Amount is highly overall correlated with V2High correlation
Class is highly overall correlated with V10 and 6 other fieldsHigh correlation
Class is highly imbalanced (98.2%)Imbalance

Reproduction

Analysis started2023-04-23 12:02:27.503314
Analysis finished2023-04-23 12:05:40.618901
Duration3 minutes and 13.12 seconds
Software versionydata-profiling vv4.1.2
Download configurationconfig.json

Variables

Time
Real number (ℝ)

Distinct124592
Distinct (%)43.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean94813.86
Minimum0
Maximum172792
Zeros2
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size2.2 MiB
2023-04-23T13:05:40.722424image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile25297.6
Q154201.5
median84692
Q3139320.5
95-th percentile164143.4
Maximum172792
Range172792
Interquartile range (IQR)85119

Descriptive statistics

Standard deviation47488.146
Coefficient of variation (CV)0.50085659
Kurtosis-1.2935301
Mean94813.86
Median Absolute Deviation (MAD)42666
Skewness-0.035567618
Sum2.7003651 × 1010
Variance2.255124 × 109
MonotonicityIncreasing
2023-04-23T13:05:40.864630image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
163152 36
 
< 0.1%
64947 26
 
< 0.1%
68780 25
 
< 0.1%
3767 21
 
< 0.1%
3770 20
 
< 0.1%
3750 19
 
< 0.1%
19912 19
 
< 0.1%
140347 19
 
< 0.1%
128860 19
 
< 0.1%
143083 18
 
< 0.1%
Other values (124582) 284585
99.9%
ValueCountFrequency (%)
0 2
< 0.1%
1 2
< 0.1%
2 2
< 0.1%
4 1
 
< 0.1%
7 2
< 0.1%
9 1
 
< 0.1%
10 3
< 0.1%
11 1
 
< 0.1%
12 3
< 0.1%
13 1
 
< 0.1%
ValueCountFrequency (%)
172792 1
< 0.1%
172788 2
< 0.1%
172787 1
< 0.1%
172786 1
< 0.1%
172785 1
< 0.1%
172784 1
< 0.1%
172783 1
< 0.1%
172782 2
< 0.1%
172780 1
< 0.1%
172778 1
< 0.1%

V1
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.2007079 × 10-15
Minimum-56.40751
Maximum2.45493
Zeros0
Zeros (%)0.0%
Negative141456
Negative (%)49.7%
Memory size2.2 MiB
2023-04-23T13:05:41.038153image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-56.40751
5-th percentile-2.8991468
Q1-0.92037338
median0.018108799
Q31.3156417
95-th percentile2.0812231
Maximum2.45493
Range58.86244
Interquartile range (IQR)2.2360151

Descriptive statistics

Standard deviation1.9586958
Coefficient of variation (CV)1.6312842 × 1015
Kurtosis32.486679
Mean1.2007079 × 10-15
Median Absolute Deviation (MAD)1.1946854
Skewness-3.2806673
Sum3.3287506 × 10-10
Variance3.8364893
MonotonicityNot monotonic
2023-04-23T13:05:41.179203image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.055797006 77
 
< 0.1%
1.245673819 77
 
< 0.1%
2.053311214 62
 
< 0.1%
1.302377965 60
 
< 0.1%
2.040211058 53
 
< 0.1%
2.085174876 48
 
< 0.1%
1.332849312 45
 
< 0.1%
1.01841182 40
 
< 0.1%
1.335053154 39
 
< 0.1%
-0.30252069 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-56.40750963 1
< 0.1%
-46.8550472 1
< 0.1%
-41.92873752 1
< 0.1%
-40.47014184 1
< 0.1%
-40.0425375 1
< 0.1%
-37.55806711 1
< 0.1%
-37.05429492 1
< 0.1%
-36.80231991 1
< 0.1%
-36.51058317 1
< 0.1%
-35.90510491 1
< 0.1%
ValueCountFrequency (%)
2.454929991 1
< 0.1%
2.45188849 1
< 0.1%
2.446504985 1
< 0.1%
2.439207481 1
< 0.1%
2.430506781 1
< 0.1%
2.422507732 1
< 0.1%
2.420346134 1
< 0.1%
2.420063784 1
< 0.1%
2.418801755 1
< 0.1%
2.41826698 1
< 0.1%

V2
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.3270945 × 10-16
Minimum-72.715728
Maximum22.057729
Zeros0
Zeros (%)0.0%
Negative134218
Negative (%)47.1%
Memory size2.2 MiB
2023-04-23T13:05:41.320743image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-72.715728
5-th percentile-1.9719751
Q1-0.59854991
median0.065485556
Q30.80372387
95-th percentile1.8085848
Maximum22.057729
Range94.773457
Interquartile range (IQR)1.4022738

Descriptive statistics

Standard deviation1.6513086
Coefficient of variation (CV)4.9632152 × 1015
Kurtosis95.773106
Mean3.3270945 × 10-16
Median Absolute Deviation (MAD)0.70275055
Skewness-4.6248656
Sum9.9078079 × 10-11
Variance2.72682
MonotonicityNot monotonic
2023-04-23T13:05:41.461742image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.3266677731 77
 
< 0.1%
0.1669750195 77
 
< 0.1%
0.08973464782 62
 
< 0.1%
-0.6065293082 60
 
< 0.1%
-0.1469749748 53
 
< 0.1%
0.3930505777 48
 
< 0.1%
0.3891982492 45
 
< 0.1%
1.036663009 40
 
< 0.1%
0.3314640264 39
 
< 0.1%
0.4474736062 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-72.71572756 1
< 0.1%
-63.34469832 1
< 0.1%
-60.46461766 1
< 0.1%
-50.38326913 1
< 0.1%
-48.06085602 1
< 0.1%
-47.42967628 1
< 0.1%
-45.60797256 1
< 0.1%
-44.63924472 1
< 0.1%
-42.17268752 1
< 0.1%
-40.97885223 1
< 0.1%
ValueCountFrequency (%)
22.05772899 1
 
< 0.1%
21.46720299 1
 
< 0.1%
19.16723901 1
 
< 0.1%
18.90245284 1
 
< 0.1%
18.18362646 1
 
< 0.1%
17.93055045 1
 
< 0.1%
17.41864877 1
 
< 0.1%
16.71338924 1
 
< 0.1%
16.69783169 1
 
< 0.1%
16.4974719 4
< 0.1%

V3
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.3332328 × 10-15
Minimum-48.325589
Maximum9.3825584
Zeros0
Zeros (%)0.0%
Negative128163
Negative (%)45.0%
Memory size2.2 MiB
2023-04-23T13:05:41.602735image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-48.325589
5-th percentile-2.3897405
Q1-0.89036484
median0.17984634
Q31.0271955
95-th percentile2.0626351
Maximum9.3825584
Range57.708148
Interquartile range (IQR)1.9175604

Descriptive statistics

Standard deviation1.516255
Coefficient of variation (CV)-1.137277 × 1015
Kurtosis26.619551
Mean-1.3332328 × 10-15
Median Absolute Deviation (MAD)0.93563465
Skewness-2.2401554
Sum-3.6379788 × 10-10
Variance2.2990292
MonotonicityNot monotonic
2023-04-23T13:05:41.744113image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-2.752040956 77
 
< 0.1%
0.4883057426 77
 
< 0.1%
-1.681835669 62
 
< 0.1%
-0.6819861929 60
 
< 0.1%
-2.955933665 53
 
< 0.1%
-4.508200532 48
 
< 0.1%
-2.165596605 45
 
< 0.1%
-1.689813707 40
 
< 0.1%
-2.057762777 39
 
< 0.1%
-0.4957574879 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-48.32558936 1
 
< 0.1%
-33.68098402 1
 
< 0.1%
-32.96534576 1
 
< 0.1%
-32.45419819 1
 
< 0.1%
-31.81358595 1
 
< 0.1%
-31.10368482 1
 
< 0.1%
-30.55869682 1
 
< 0.1%
-30.17731746 4
< 0.1%
-30.01371249 1
 
< 0.1%
-29.46873209 1
 
< 0.1%
ValueCountFrequency (%)
9.382558433 1
< 0.1%
4.22610848 1
< 0.1%
4.187810599 1
< 0.1%
4.101716178 1
< 0.1%
4.079167812 1
< 0.1%
4.069864781 1
< 0.1%
4.040465001 1
< 0.1%
4.029428319 1
< 0.1%
4.017561418 1
< 0.1%
3.985446047 1
< 0.1%

V4
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1068272 × 10-15
Minimum-5.6831712
Maximum16.875344
Zeros0
Zeros (%)0.0%
Negative144105
Negative (%)50.6%
Memory size2.2 MiB
2023-04-23T13:05:41.900752image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-5.6831712
5-th percentile-2.1956828
Q1-0.84864012
median-0.019846529
Q30.74334129
95-th percentile2.5665007
Maximum16.875344
Range22.558515
Interquartile range (IQR)1.5919814

Descriptive statistics

Standard deviation1.4158686
Coefficient of variation (CV)6.7203831 × 1014
Kurtosis2.6354549
Mean2.1068272 × 10-15
Median Absolute Deviation (MAD)0.79990896
Skewness0.6762921
Sum5.9662852 × 10-10
Variance2.0046838
MonotonicityNot monotonic
2023-04-23T13:05:42.042201image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.8423160333 77
 
< 0.1%
0.6353219207 77
 
< 0.1%
0.4542119602 62
 
< 0.1%
-1.904603396 60
 
< 0.1%
-0.5783559789 53
 
< 0.1%
-0.3117706833 48
 
< 0.1%
-0.3068726238 45
 
< 0.1%
1.315475833 40
 
< 0.1%
-0.3461753553 39
 
< 0.1%
-3.214799282 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-5.683171198 1
< 0.1%
-5.600607141 1
< 0.1%
-5.560117581 1
< 0.1%
-5.519697123 1
< 0.1%
-5.416315392 1
< 0.1%
-5.40167758 1
< 0.1%
-5.266508626 1
< 0.1%
-5.26306793 1
< 0.1%
-5.251491643 1
< 0.1%
-5.231827865 1
< 0.1%
ValueCountFrequency (%)
16.87534403 1
< 0.1%
16.71553737 1
< 0.1%
16.49121717 1
< 0.1%
15.30418399 1
< 0.1%
13.1436681 1
< 0.1%
13.12914336 1
< 0.1%
12.69954199 1
< 0.1%
12.67275992 1
< 0.1%
12.15501612 1
< 0.1%
12.13232308 1
< 0.1%

V5
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.9792875 × 10-16
Minimum-113.74331
Maximum34.801666
Zeros0
Zeros (%)0.0%
Negative148928
Negative (%)52.3%
Memory size2.2 MiB
2023-04-23T13:05:42.198852image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-113.74331
5-th percentile-1.7020215
Q1-0.69159707
median-0.054335827
Q30.61192644
95-th percentile2.0989597
Maximum34.801666
Range148.54497
Interquartile range (IQR)1.3035235

Descriptive statistics

Standard deviation1.3802467
Coefficient of variation (CV)1.3831115 × 1015
Kurtosis206.90456
Mean9.9792875 × 10-16
Median Absolute Deviation (MAD)0.65153055
Skewness-2.4259015
Sum3.0195224 × 10-10
Variance1.905081
MonotonicityNot monotonic
2023-04-23T13:05:42.340454image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.46307226 77
 
< 0.1%
-0.5627766808 77
 
< 0.1%
0.2983103715 62
 
< 0.1%
1.326623107 60
 
< 0.1%
2.609358271 53
 
< 0.1%
3.510116942 48
 
< 0.1%
2.641351251 45
 
< 0.1%
1.698436056 40
 
< 0.1%
2.583233822 39
 
< 0.1%
2.705041053 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-113.7433067 1
< 0.1%
-42.14789837 1
< 0.1%
-40.4277263 1
< 0.1%
-35.18212031 1
< 0.1%
-32.092129 1
< 0.1%
-31.3567501 1
< 0.1%
-29.73059986 1
< 0.1%
-28.81557695 1
< 0.1%
-28.36378524 1
< 0.1%
-27.75296366 1
< 0.1%
ValueCountFrequency (%)
34.80166588 1
< 0.1%
34.09930934 1
< 0.1%
32.9114617 1
< 0.1%
31.45704605 1
< 0.1%
29.16217202 1
< 0.1%
29.01612354 1
< 0.1%
28.76267129 1
< 0.1%
28.51651308 1
< 0.1%
26.64769652 1
< 0.1%
25.60407727 1
< 0.1%

V6
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4933006 × 10-15
Minimum-26.160506
Maximum73.301626
Zeros0
Zeros (%)0.0%
Negative176633
Negative (%)62.0%
Memory size2.2 MiB
2023-04-23T13:05:42.497473image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-26.160506
5-th percentile-1.4067573
Q1-0.76829561
median-0.27418708
Q30.3985649
95-th percentile3.1603817
Maximum73.301626
Range99.462131
Interquartile range (IQR)1.1668605

Descriptive statistics

Standard deviation1.3322711
Coefficient of variation (CV)8.9216538 × 1014
Kurtosis42.642494
Mean1.4933006 × 10-15
Median Absolute Deviation (MAD)0.55962803
Skewness1.8265807
Sum4.2291504 × 10-10
Variance1.7749463
MonotonicityNot monotonic
2023-04-23T13:05:42.654672image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.173856423 77
 
< 0.1%
-1.011072616 77
 
< 0.1%
-0.9535260864 62
 
< 0.1%
3.436312447 60
 
< 0.1%
3.142641531 53
 
< 0.1%
2.45329922 48
 
< 0.1%
2.808083764 45
 
< 0.1%
0.528806549 40
 
< 0.1%
2.854101997 39
 
< 0.1%
2.762439585 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-26.16050594 1
< 0.1%
-23.49671393 1
< 0.1%
-21.92931229 1
< 0.1%
-21.24875162 1
< 0.1%
-20.86962619 1
< 0.1%
-20.36783638 1
< 0.1%
-20.05461547 1
< 0.1%
-19.99634854 1
< 0.1%
-17.92727412 1
< 0.1%
-17.57483526 1
< 0.1%
ValueCountFrequency (%)
73.30162555 1
< 0.1%
23.91783713 1
< 0.1%
22.52929847 1
< 0.1%
21.55049619 1
< 0.1%
21.39306876 1
< 0.1%
21.30773787 1
< 0.1%
21.1901941 1
< 0.1%
20.37952437 1
< 0.1%
18.07203126 1
< 0.1%
17.0199344 1
< 0.1%

V7
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.7680282 × 10-16
Minimum-43.557242
Maximum120.58949
Zeros0
Zeros (%)0.0%
Negative135852
Negative (%)47.7%
Memory size2.2 MiB
2023-04-23T13:05:42.795758image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-43.557242
5-th percentile-1.434423
Q1-0.55407588
median0.040103083
Q30.57043607
95-th percentile1.4076321
Maximum120.58949
Range164.14674
Interquartile range (IQR)1.124512

Descriptive statistics

Standard deviation1.2370936
Coefficient of variation (CV)-2.1447426 × 1015
Kurtosis405.60742
Mean-5.7680282 × 10-16
Median Absolute Deviation (MAD)0.56186461
Skewness2.5539074
Sum-1.5734258 × 10-10
Variance1.5304006
MonotonicityNot monotonic
2023-04-23T13:05:42.937264image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.432125924 77
 
< 0.1%
0.01495266147 77
 
< 0.1%
0.1520025453 62
 
< 0.1%
-1.145126827 60
 
< 0.1%
-0.4168828412 53
 
< 0.1%
0.220468581 48
 
< 0.1%
-0.1716266361 45
 
< 0.1%
0.3317145024 40
 
< 0.1%
-0.1875473373 39
 
< 0.1%
0.5938465551 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-43.55724157 1
 
< 0.1%
-41.50679608 1
 
< 0.1%
-37.06031146 1
 
< 0.1%
-33.23932817 1
 
< 0.1%
-31.76494649 1
 
< 0.1%
-31.19732855 4
< 0.1%
-28.21511205 1
 
< 0.1%
-28.01129291 1
 
< 0.1%
-26.54814377 1
 
< 0.1%
-24.41948294 1
 
< 0.1%
ValueCountFrequency (%)
120.5894939 1
< 0.1%
44.05446136 1
< 0.1%
36.87736827 1
< 0.1%
36.67726795 1
< 0.1%
34.30317686 1
< 0.1%
31.52724367 1
< 0.1%
30.8976664 1
< 0.1%
29.20586818 1
< 0.1%
28.50406537 1
< 0.1%
28.23952821 1
< 0.1%

V8
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0578045 × 10-16
Minimum-73.216718
Maximum20.007208
Zeros0
Zeros (%)0.0%
Negative135521
Negative (%)47.6%
Memory size2.2 MiB
2023-04-23T13:05:43.093997image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-73.216718
5-th percentile-0.84214687
Q1-0.20862974
median0.022358036
Q30.32734586
95-th percentile1.0499843
Maximum20.007208
Range93.223927
Interquartile range (IQR)0.53597561

Descriptive statistics

Standard deviation1.1943529
Coefficient of variation (CV)1.1290866 × 1016
Kurtosis220.58697
Mean1.0578045 × 10-16
Median Absolute Deviation (MAD)0.25896254
Skewness-8.5219442
Sum3.3196557 × 10-11
Variance1.4264789
MonotonicityNot monotonic
2023-04-23T13:05:43.235487image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.7277062007 77
 
< 0.1%
-0.1602108633 77
 
< 0.1%
-0.2070713797 62
 
< 0.1%
0.9591472621 60
 
< 0.1%
0.7843929483 53
 
< 0.1%
0.5433768006 48
 
< 0.1%
0.6833517336 45
 
< 0.1%
0.3645387616 40
 
< 0.1%
0.6851537704 39
 
< 0.1%
0.5564510255 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-73.21671846 1
< 0.1%
-50.94336887 1
< 0.1%
-50.68841936 1
< 0.1%
-50.42009006 1
< 0.1%
-41.48482251 1
< 0.1%
-41.04426092 1
< 0.1%
-39.68857108 1
< 0.1%
-39.26737777 1
< 0.1%
-38.98726274 1
< 0.1%
-38.75152521 1
< 0.1%
ValueCountFrequency (%)
20.00720837 1
< 0.1%
19.58777262 1
< 0.1%
19.16832739 1
< 0.1%
18.74887195 1
< 0.1%
18.70925454 1
< 0.1%
18.32940553 1
< 0.1%
18.28216761 1
< 0.1%
17.94136306 1
< 0.1%
17.90357438 1
< 0.1%
17.57371241 1
< 0.1%

V9
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.4014158 × 10-15
Minimum-13.434066
Maximum15.594995
Zeros0
Zeros (%)0.0%
Negative149455
Negative (%)52.5%
Memory size2.2 MiB
2023-04-23T13:05:43.385548image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-13.434066
5-th percentile-1.758426
Q1-0.64309757
median-0.051428732
Q30.59713903
95-th percentile1.7807826
Maximum15.594995
Range29.029061
Interquartile range (IQR)1.2402366

Descriptive statistics

Standard deviation1.0986321
Coefficient of variation (CV)-4.574935 × 1014
Kurtosis3.7313106
Mean-2.4014158 × 10-15
Median Absolute Deviation (MAD)0.62026994
Skewness0.55467977
Sum-6.8757799 × 10-10
Variance1.2069925
MonotonicityNot monotonic
2023-04-23T13:05:43.527111image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6086058703 77
 
< 0.1%
0.1703618522 77
 
< 0.1%
0.5873352664 62
 
< 0.1%
1.671301564 60
 
< 0.1%
0.3599023789 53
 
< 0.1%
-0.1004339049 48
 
< 0.1%
-0.2979620013 45
 
< 0.1%
-0.7117979388 40
 
< 0.1%
-0.2866140686 39
 
< 0.1%
0.6977195955 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-13.43406632 1
 
< 0.1%
-13.32015469 1
 
< 0.1%
-11.12662352 1
 
< 0.1%
-10.84252587 1
 
< 0.1%
-9.481456334 1
 
< 0.1%
-9.462572605 4
< 0.1%
-9.283924512 1
 
< 0.1%
-8.9609217 1
 
< 0.1%
-8.739670371 1
 
< 0.1%
-8.630390306 1
 
< 0.1%
ValueCountFrequency (%)
15.59499461 1
< 0.1%
10.39288882 1
< 0.1%
10.37065798 1
< 0.1%
10.3484067 1
< 0.1%
10.32613305 1
< 0.1%
10.31397373 1
< 0.1%
9.272375626 1
< 0.1%
9.234623452 1
< 0.1%
9.213022586 1
< 0.1%
9.125534903 1
< 0.1%

V10
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.2351608 × 10-15
Minimum-24.588262
Maximum23.745136
Zeros0
Zeros (%)0.0%
Negative159922
Negative (%)56.2%
Memory size2.2 MiB
2023-04-23T13:05:43.683822image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-24.588262
5-th percentile-1.3386357
Q1-0.53542573
median-0.092917384
Q30.45392345
95-th percentile1.5485574
Maximum23.745136
Range48.333399
Interquartile range (IQR)0.98934917

Descriptive statistics

Standard deviation1.0888498
Coefficient of variation (CV)4.8714605 × 1014
Kurtosis31.988239
Mean2.2351608 × 10-15
Median Absolute Deviation (MAD)0.48008253
Skewness1.1871406
Sum6.3727157 × 10-10
Variance1.1855938
MonotonicityNot monotonic
2023-04-23T13:05:43.825409image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.07518616994 77
 
< 0.1%
-0.04457458938 77
 
< 0.1%
-0.3620473484 62
 
< 0.1%
-1.02294603 60
 
< 0.1%
-0.3510751014 53
 
< 0.1%
-1.0186222 48
 
< 0.1%
-0.6520966004 45
 
< 0.1%
-1.57028828 40
 
< 0.1%
-0.5359027355 39
 
< 0.1%
-1.090180906 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-24.58826244 1
 
< 0.1%
-24.40318497 1
 
< 0.1%
-23.22825484 1
 
< 0.1%
-22.18708856 4
< 0.1%
-20.94919155 1
 
< 0.1%
-19.83614885 1
 
< 0.1%
-18.91324333 1
 
< 0.1%
-18.27116817 1
 
< 0.1%
-17.14151364 1
 
< 0.1%
-16.74604411 1
 
< 0.1%
ValueCountFrequency (%)
23.74513612 1
< 0.1%
15.33174156 1
< 0.1%
15.24568569 1
< 0.1%
15.2360282 1
< 0.1%
13.81175777 1
< 0.1%
13.7273472 1
< 0.1%
13.6444596 1
< 0.1%
13.56015529 1
< 0.1%
13.24943301 1
< 0.1%
13.19822576 1
< 0.1%

V11
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6755224 × 10-15
Minimum-4.7974735
Maximum12.018913
Zeros0
Zeros (%)0.0%
Negative145632
Negative (%)51.1%
Memory size2.2 MiB
2023-04-23T13:05:43.981914image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-4.7974735
5-th percentile-1.5719012
Q1-0.7624942
median-0.032757354
Q30.73959341
95-th percentile1.6140328
Maximum12.018913
Range16.816387
Interquartile range (IQR)1.5020876

Descriptive statistics

Standard deviation1.020713
Coefficient of variation (CV)6.0919093 × 1014
Kurtosis1.6339213
Mean1.6755224 × 10-15
Median Absolute Deviation (MAD)0.75029443
Skewness0.35650586
Sum4.802132 × 10-10
Variance1.0418551
MonotonicityNot monotonic
2023-04-23T13:05:44.126048image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0635044576 77
 
< 0.1%
-0.3567490185 77
 
< 0.1%
-0.5895980404 62
 
< 0.1%
-0.1914229727 60
 
< 0.1%
0.3296508837 53
 
< 0.1%
0.8070381067 48
 
< 0.1%
0.4180026649 45
 
< 0.1%
3.463017821 40
 
< 0.1%
0.3328484176 39
 
< 0.1%
-0.1110879642 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-4.797473465 1
< 0.1%
-4.682930548 1
< 0.1%
-4.568390246 1
< 0.1%
-4.453852842 1
< 0.1%
-4.339318655 1
< 0.1%
-4.224788057 1
< 0.1%
-4.110261479 2
< 0.1%
-4.049894914 2
< 0.1%
-4.034717859 2
< 0.1%
-4.010267867 2
< 0.1%
ValueCountFrequency (%)
12.01891318 1
< 0.1%
11.66920474 1
< 0.1%
11.61972348 1
< 0.1%
11.27792073 1
< 0.1%
11.22847028 1
< 0.1%
11.1524906 1
< 0.1%
11.02705909 1
< 0.1%
10.85301165 1
< 0.1%
10.54526295 1
< 0.1%
10.44684681 1
< 0.1%

V12
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.2438184 × 10-15
Minimum-18.683715
Maximum7.8483921
Zeros0
Zeros (%)0.0%
Negative121089
Negative (%)42.5%
Memory size2.2 MiB
2023-04-23T13:05:44.280214image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-18.683715
5-th percentile-1.9671625
Q1-0.40557149
median0.14003259
Q30.61823803
95-th percentile1.2430531
Maximum7.8483921
Range26.532107
Interquartile range (IQR)1.0238095

Descriptive statistics

Standard deviation0.99920139
Coefficient of variation (CV)-8.0333382 × 1014
Kurtosis20.24187
Mean-1.2438184 × 10-15
Median Absolute Deviation (MAD)0.50755716
Skewness-2.2784009
Sum-3.5652192 × 10-10
Variance0.99840342
MonotonicityNot monotonic
2023-04-23T13:05:44.437324image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.3505635733 77
 
< 0.1%
-0.07345951735 77
 
< 0.1%
-0.1747120531 62
 
< 0.1%
0.6310273415 60
 
< 0.1%
0.1835081206 53
 
< 0.1%
-0.3305476278 48
 
< 0.1%
-0.3224369237 45
 
< 0.1%
0.5384113631 40
 
< 0.1%
-0.2683187385 39
 
< 0.1%
0.06265234746 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-18.68371463 1
< 0.1%
-18.55369701 1
< 0.1%
-18.43113103 1
< 0.1%
-18.04759657 1
< 0.1%
-17.76914346 1
< 0.1%
-17.63160631 1
< 0.1%
-17.22866224 1
< 0.1%
-17.18291843 2
< 0.1%
-17.15040525 1
< 0.1%
-17.13130095 1
< 0.1%
ValueCountFrequency (%)
7.848392076 1
< 0.1%
4.846452409 1
< 0.1%
4.574082241 1
< 0.1%
4.472920584 1
< 0.1%
4.406338221 1
< 0.1%
4.403898555 1
< 0.1%
4.31807084 1
< 0.1%
4.317588992 1
< 0.1%
4.299511253 1
< 0.1%
4.293341845 1
< 0.1%

V13
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.2508749 × 10-16
Minimum-5.7918812
Maximum7.126883
Zeros0
Zeros (%)0.0%
Negative144123
Negative (%)50.6%
Memory size2.2 MiB
2023-04-23T13:05:44.578451image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-5.7918812
5-th percentile-1.6397291
Q1-0.6485393
median-0.013568057
Q30.66250496
95-th percentile1.6078772
Maximum7.126883
Range12.918764
Interquartile range (IQR)1.3110443

Descriptive statistics

Standard deviation0.99527423
Coefficient of variation (CV)1.2062651 × 1015
Kurtosis0.19529979
Mean8.2508749 × 10-16
Median Absolute Deviation (MAD)0.65530784
Skewness0.065233458
Sum2.3646862 × 10-10
Variance0.99057079
MonotonicityNot monotonic
2023-04-23T13:05:44.735586image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.1412383222 77
 
< 0.1%
-0.5177596942 77
 
< 0.1%
-0.6211270614 62
 
< 0.1%
0.03190727035 60
 
< 0.1%
-0.272918545 53
 
< 0.1%
-0.5314186517 48
 
< 0.1%
-0.1434691546 45
 
< 0.1%
-0.3780953845 40
 
< 0.1%
-0.1276141958 39
 
< 0.1%
-0.2384570315 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-5.791881206 1
< 0.1%
-4.008639792 1
< 0.1%
-3.961757536 1
< 0.1%
-3.888606286 1
< 0.1%
-3.881106249 1
< 0.1%
-3.848943149 1
< 0.1%
-3.844973612 1
< 0.1%
-3.835617838 1
< 0.1%
-3.816447623 1
< 0.1%
-3.808723988 1
< 0.1%
ValueCountFrequency (%)
7.126882959 1
< 0.1%
4.569008959 1
< 0.1%
4.469566192 1
< 0.1%
4.465413177 1
< 0.1%
4.369998379 1
< 0.1%
4.316156232 1
< 0.1%
4.262850926 1
< 0.1%
4.099351905 1
< 0.1%
4.044577086 1
< 0.1%
3.951390651 1
< 0.1%

V14
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.2092901 × 10-15
Minimum-19.214325
Maximum10.526766
Zeros0
Zeros (%)0.0%
Negative133762
Negative (%)47.0%
Memory size2.2 MiB
2023-04-23T13:05:44.892332image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-19.214325
5-th percentile-1.4393515
Q1-0.42557401
median0.050601319
Q30.49314985
95-th percentile1.3936535
Maximum10.526766
Range29.741092
Interquartile range (IQR)0.91872386

Descriptive statistics

Standard deviation0.95859561
Coefficient of variation (CV)7.9269287 × 1014
Kurtosis23.879462
Mean1.2092901 × 10-15
Median Absolute Deviation (MAD)0.45811967
Skewness-1.9951758
Sum3.5197445 × 10-10
Variance0.91890555
MonotonicityNot monotonic
2023-04-23T13:05:45.033885image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6909716184 77
 
< 0.1%
0.4069689344 77
 
< 0.1%
-0.703512784 62
 
< 0.1%
-0.03142538126 60
 
< 0.1%
-0.5974366652 53
 
< 0.1%
-2.181448825 48
 
< 0.1%
-1.154524296 45
 
< 0.1%
-3.04549518 40
 
< 0.1%
-0.8682999609 39
 
< 0.1%
0.2157381385 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-19.21432549 1
< 0.1%
-18.82208674 1
< 0.1%
-18.49377336 1
< 0.1%
-18.3920915 1
< 0.1%
-18.04999769 1
< 0.1%
-17.72163835 1
< 0.1%
-17.62063435 1
< 0.1%
-17.47592128 1
< 0.1%
-17.23020216 1
< 0.1%
-16.33759594 1
< 0.1%
ValueCountFrequency (%)
10.52676605 1
< 0.1%
7.754598748 1
< 0.1%
7.692208544 1
< 0.1%
7.667725751 1
< 0.1%
7.518402781 1
< 0.1%
7.439565532 1
< 0.1%
7.421943853 1
< 0.1%
7.293225596 1
< 0.1%
7.234248879 1
< 0.1%
7.187926027 1
< 0.1%

V15
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.8834641 × 10-15
Minimum-4.4989447
Maximum8.8777416
Zeros0
Zeros (%)0.0%
Negative136234
Negative (%)47.8%
Memory size2.2 MiB
2023-04-23T13:05:45.174977image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-4.4989447
5-th percentile-1.5932001
Q1-0.58288428
median0.04807155
Q30.64882081
95-th percentile1.3730904
Maximum8.8777416
Range13.376686
Interquartile range (IQR)1.2317051

Descriptive statistics

Standard deviation0.91531601
Coefficient of variation (CV)1.8743171 × 1014
Kurtosis0.28476908
Mean4.8834641 × 10-15
Median Absolute Deviation (MAD)0.61549906
Skewness-0.30842298
Sum1.3969839 × 10-9
Variance0.8378034
MonotonicityNot monotonic
2023-04-23T13:05:45.332133image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.275257039 77
 
< 0.1%
1.124146923 77
 
< 0.1%
0.2719566102 62
 
< 0.1%
1.446626976 60
 
< 0.1%
0.5838968103 53
 
< 0.1%
0.3887240831 48
 
< 0.1%
1.157633714 45
 
< 0.1%
1.468911143 40
 
< 0.1%
1.128538982 39
 
< 0.1%
1.069355893 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-4.498944677 1
< 0.1%
-4.391307068 1
< 0.1%
-4.19932125 1
< 0.1%
-4.196619695 1
< 0.1%
-4.15253176 1
< 0.1%
-4.097947131 1
< 0.1%
-4.092344269 1
< 0.1%
-4.025373127 1
< 0.1%
-4.005558002 1
< 0.1%
-3.936008084 1
< 0.1%
ValueCountFrequency (%)
8.877741598 1
< 0.1%
5.825654319 1
< 0.1%
5.78451389 1
< 0.1%
5.720478632 1
< 0.1%
5.685899052 1
< 0.1%
5.667667171 1
< 0.1%
5.501116596 1
< 0.1%
5.126187082 1
< 0.1%
4.97005728 1
< 0.1%
4.858397949 1
< 0.1%

V16
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4346473 × 10-15
Minimum-14.129855
Maximum17.315112
Zeros0
Zeros (%)0.0%
Negative132552
Negative (%)46.5%
Memory size2.2 MiB
2023-04-23T13:05:45.488846image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-14.129855
5-th percentile-1.4916633
Q1-0.46803677
median0.066413321
Q30.52329631
95-th percentile1.3252532
Maximum17.315112
Range31.444966
Interquartile range (IQR)0.99133308

Descriptive statistics

Standard deviation0.87625289
Coefficient of variation (CV)6.107793 × 1014
Kurtosis10.419131
Mean1.4346473 × 10-15
Median Absolute Deviation (MAD)0.4925979
Skewness-1.1009663
Sum4.0949999 × 10-10
Variance0.76781912
MonotonicityNot monotonic
2023-04-23T13:05:45.629854image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.371962125 77
 
< 0.1%
0.3424697541 77
 
< 0.1%
0.3186880634 62
 
< 0.1%
-0.1218203786 60
 
< 0.1%
0.1786758365 53
 
< 0.1%
0.2320713777 48
 
< 0.1%
0.8781749178 45
 
< 0.1%
-0.02974151433 40
 
< 0.1%
0.7865060537 39
 
< 0.1%
-0.2552305247 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-14.12985452 1
< 0.1%
-13.56327296 1
< 0.1%
-13.30388758 1
< 0.1%
-13.25683309 1
< 0.1%
-13.25154198 1
< 0.1%
-12.6752689 1
< 0.1%
-12.66169572 2
< 0.1%
-12.44856234 1
< 0.1%
-12.43227914 1
< 0.1%
-12.42796136 1
< 0.1%
ValueCountFrequency (%)
17.31511152 1
< 0.1%
8.28988956 1
< 0.1%
7.059131811 1
< 0.1%
6.442797901 1
< 0.1%
6.351853498 1
< 0.1%
6.098529451 1
< 0.1%
5.998262879 1
< 0.1%
5.720320216 1
< 0.1%
5.600122947 1
< 0.1%
5.562387814 1
< 0.1%

V17
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.7110475 × 10-16
Minimum-25.162799
Maximum9.2535263
Zeros0
Zeros (%)0.0%
Negative153635
Negative (%)53.9%
Memory size2.2 MiB
2023-04-23T13:05:45.786600image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-25.162799
5-th percentile-0.9830039
Q1-0.48374831
median-0.065675754
Q30.39967498
95-th percentile1.2746091
Maximum9.2535263
Range34.416326
Interquartile range (IQR)0.8834233

Descriptive statistics

Standard deviation0.84933706
Coefficient of variation (CV)-2.288672 × 1015
Kurtosis94.799719
Mean-3.7110475 × 10-16
Median Absolute Deviation (MAD)0.43931248
Skewness-3.8449145
Sum-1.0999202 × 10-10
Variance0.72137345
MonotonicityNot monotonic
2023-04-23T13:05:45.930662image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.6019568028 77
 
< 0.1%
-0.3746564401 77
 
< 0.1%
0.5493651287 62
 
< 0.1%
-0.651405237 60
 
< 0.1%
0.4738982783 53
 
< 0.1%
2.125021883 48
 
< 0.1%
0.5369175197 45
 
< 0.1%
3.664588481 40
 
< 0.1%
0.316435261 39
 
< 0.1%
-1.072084985 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-25.16279937 1
< 0.1%
-24.01909855 1
< 0.1%
-23.81563583 1
< 0.1%
-23.24159715 1
< 0.1%
-22.88399858 1
< 0.1%
-22.66790541 1
< 0.1%
-22.60886819 1
< 0.1%
-22.54165173 1
< 0.1%
-21.90649322 1
< 0.1%
-21.71018765 1
< 0.1%
ValueCountFrequency (%)
9.25352625 1
< 0.1%
9.207058535 1
< 0.1%
8.538195139 1
< 0.1%
7.893392532 1
< 0.1%
7.766636363 1
< 0.1%
7.733456284 1
< 0.1%
7.611861523 1
< 0.1%
7.573522625 1
< 0.1%
7.454784638 1
< 0.1%
7.413594144 1
< 0.1%

V18
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.7198261 × 10-16
Minimum-9.4987459
Maximum5.0410692
Zeros0
Zeros (%)0.0%
Negative142942
Negative (%)50.2%
Memory size2.2 MiB
2023-04-23T13:05:46.084816image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-9.4987459
5-th percentile-1.358094
Q1-0.4988498
median-0.0036363124
Q30.50080675
95-th percentile1.3943918
Maximum5.0410692
Range14.539815
Interquartile range (IQR)0.99965655

Descriptive statistics

Standard deviation0.83817621
Coefficient of variation (CV)8.6233664 × 1014
Kurtosis2.5783408
Mean9.7198261 × 10-16
Median Absolute Deviation (MAD)0.49912637
Skewness-0.25988027
Sum2.7785063 × 10-10
Variance0.70253936
MonotonicityNot monotonic
2023-04-23T13:05:46.231450image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.05264014626 77
 
< 0.1%
-0.4389924324 77
 
< 0.1%
-0.2577858579 62
 
< 0.1%
0.6179704765 60
 
< 0.1%
-0.4988497987 53
 
< 0.1%
0.4055486736 48
 
< 0.1%
0.7128730126 45
 
< 0.1%
-0.1051895888 40
 
< 0.1%
0.587856253 39
 
< 0.1%
0.4851104315 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-9.498745921 1
< 0.1%
-9.335193079 1
< 0.1%
-9.287832214 1
< 0.1%
-9.264608733 1
< 0.1%
-9.170557219 1
< 0.1%
-9.090892061 1
< 0.1%
-9.042845151 1
< 0.1%
-8.859451925 1
< 0.1%
-8.829819766 1
< 0.1%
-8.668815197 1
< 0.1%
ValueCountFrequency (%)
5.041069185 1
< 0.1%
4.712397566 1
< 0.1%
4.295648234 1
< 0.1%
4.243841213 1
< 0.1%
4.199591107 1
< 0.1%
4.115559919 1
< 0.1%
4.093439956 1
< 0.1%
4.079390035 1
< 0.1%
4.071328562 1
< 0.1%
4.054462468 1
< 0.1%

V19
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0382077 × 10-15
Minimum-7.2135274
Maximum5.5919714
Zeros0
Zeros (%)0.0%
Negative141804
Negative (%)49.8%
Memory size2.2 MiB
2023-04-23T13:05:46.383094image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-7.2135274
5-th percentile-1.356259
Q1-0.45629892
median0.003734823
Q30.45894936
95-th percentile1.2861645
Maximum5.5919714
Range12.805499
Interquartile range (IQR)0.91524827

Descriptive statistics

Standard deviation0.8140405
Coefficient of variation (CV)7.8408255 × 1014
Kurtosis1.7249698
Mean1.0382077 × 10-15
Median Absolute Deviation (MAD)0.45770828
Skewness0.10919176
Sum2.9353941 × 10-10
Variance0.66266194
MonotonicityNot monotonic
2023-04-23T13:05:46.576940image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.3305904484 77
 
< 0.1%
-0.116090785 77
 
< 0.1%
0.01625612798 62
 
< 0.1%
0.9276000446 60
 
< 0.1%
-0.1400986848 53
 
< 0.1%
-0.4409295119 48
 
< 0.1%
0.006773555225 45
 
< 0.1%
-2.097944321 40
 
< 0.1%
0.04935008318 39
 
< 0.1%
0.2713148852 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-7.21352743 1
< 0.1%
-6.938297318 1
< 0.1%
-4.932733055 1
< 0.1%
-4.676092279 1
< 0.1%
-4.619034342 1
< 0.1%
-4.575940864 1
< 0.1%
-4.539839957 1
< 0.1%
-4.42194397 1
< 0.1%
-4.395282985 1
< 0.1%
-4.392420909 1
< 0.1%
ValueCountFrequency (%)
5.591971427 1
< 0.1%
5.572113327 1
< 0.1%
5.501747214 1
< 0.1%
5.22834179 1
< 0.1%
4.891062441 1
< 0.1%
4.851255137 1
< 0.1%
4.801122553 1
< 0.1%
4.727189814 1
< 0.1%
4.715141671 1
< 0.1%
4.703263246 1
< 0.1%

V20
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.3548103 × 10-16
Minimum-54.49772
Maximum39.420904
Zeros0
Zeros (%)0.0%
Negative169130
Negative (%)59.4%
Memory size2.2 MiB
2023-04-23T13:05:46.734086image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-54.49772
5-th percentile-0.5584349
Q1-0.21172136
median-0.062481092
Q30.13304084
95-th percentile0.83614409
Maximum39.420904
Range93.918625
Interquartile range (IQR)0.34476221

Descriptive statistics

Standard deviation0.77092502
Coefficient of variation (CV)1.2131362 × 1015
Kurtosis271.01611
Mean6.3548103 × 10-16
Median Absolute Deviation (MAD)0.16870167
Skewness-2.0371553
Sum1.8303581 × 10-10
Variance0.59432539
MonotonicityNot monotonic
2023-04-23T13:05:46.890803image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.1803701186 77
 
< 0.1%
-0.1320797243 77
 
< 0.1%
-0.1874207884 62
 
< 0.1%
0.005756655419 60
 
< 0.1%
-0.1207140343 53
 
< 0.1%
-0.08698932974 48
 
< 0.1%
0.0536071193 45
 
< 0.1%
-0.1675554163 40
 
< 0.1%
0.04521744119 39
 
< 0.1%
0.1560890111 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-54.49772049 1
< 0.1%
-28.00963533 1
< 0.1%
-25.22234524 1
< 0.1%
-23.64689033 1
< 0.1%
-23.42017257 1
< 0.1%
-22.8385483 1
< 0.1%
-21.96489828 1
< 0.1%
-21.53382174 1
< 0.1%
-21.38712193 1
< 0.1%
-21.02827171 1
< 0.1%
ValueCountFrequency (%)
39.42090425 1
< 0.1%
38.11720913 1
< 0.1%
26.23739079 1
< 0.1%
24.13389419 1
< 0.1%
23.64909457 1
< 0.1%
23.64341694 1
< 0.1%
19.74645308 1
< 0.1%
17.8852382 1
< 0.1%
17.81950743 1
< 0.1%
17.2818589 1
< 0.1%

V21
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6146487 × 10-16
Minimum-34.830382
Maximum27.202839
Zeros0
Zeros (%)0.0%
Negative153196
Negative (%)53.8%
Memory size2.2 MiB
2023-04-23T13:05:47.033369image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-34.830382
5-th percentile-0.5046735
Q1-0.22839495
median-0.029450168
Q30.1863772
95-th percentile0.53786771
Maximum27.202839
Range62.033221
Interquartile range (IQR)0.41477215

Descriptive statistics

Standard deviation0.73452401
Coefficient of variation (CV)4.5491258 × 1015
Kurtosis207.28704
Mean1.6146487 × 10-16
Median Absolute Deviation (MAD)0.20638247
Skewness3.5929912
Sum4.5019988 × 10-11
Variance0.53952553
MonotonicityNot monotonic
2023-04-23T13:05:47.173398image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2697649514 77
 
< 0.1%
-0.262580846 77
 
< 0.1%
-0.3611580366 62
 
< 0.1%
-0.06420828148 60
 
< 0.1%
-0.3523338005 53
 
< 0.1%
-0.06721666134 48
 
< 0.1%
-0.2074324045 45
 
< 0.1%
-0.04023759275 40
 
< 0.1%
-0.1918199828 39
 
< 0.1%
0.007342802666 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-34.83038214 1
< 0.1%
-22.88934704 1
< 0.1%
-22.79760391 1
< 0.1%
-22.75753986 1
< 0.1%
-22.6656846 1
< 0.1%
-21.62011965 1
< 0.1%
-21.45373628 1
< 0.1%
-20.26205434 1
< 0.1%
-18.63291855 1
< 0.1%
-18.6030882 1
< 0.1%
ValueCountFrequency (%)
27.20283916 6
< 0.1%
22.61488937 1
 
< 0.1%
22.59954336 1
 
< 0.1%
22.58898947 1
 
< 0.1%
22.58067527 1
 
< 0.1%
22.57971423 1
 
< 0.1%
22.56568024 1
 
< 0.1%
21.89972377 1
 
< 0.1%
20.0637858 1
 
< 0.1%
19.33082993 1
 
< 0.1%

V22
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.5007341 × 10-16
Minimum-10.933144
Maximum10.50309
Zeros0
Zeros (%)0.0%
Negative141402
Negative (%)49.6%
Memory size2.2 MiB
2023-04-23T13:05:47.314482image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-10.933144
5-th percentile-1.0818922
Q1-0.54235037
median0.0067819425
Q30.52855364
95-th percentile1.1289873
Maximum10.50309
Range21.436234
Interquartile range (IQR)1.070904

Descriptive statistics

Standard deviation0.72570156
Coefficient of variation (CV)-2.0729983 × 1015
Kurtosis2.8329665
Mean-3.5007341 × 10-16
Median Absolute Deviation (MAD)0.53649369
Skewness-0.21325762
Sum-1.0186341 × 10-10
Variance0.52664275
MonotonicityNot monotonic
2023-04-23T13:05:47.456054image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.8446266468 77
 
< 0.1%
-0.8162637632 77
 
< 0.1%
-0.9842619492 62
 
< 0.1%
-0.08058707745 60
 
< 0.1%
-0.9969367748 53
 
< 0.1%
-0.07264159949 48
 
< 0.1%
-0.6924166842 45
 
< 0.1%
0.09617157396 40
 
< 0.1%
-0.6501177955 39
 
< 0.1%
0.2508856951 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-10.9331437 1
 
< 0.1%
-9.499422964 1
 
< 0.1%
-8.887017141 6
< 0.1%
-8.593641565 1
 
< 0.1%
-8.55580793 1
 
< 0.1%
-8.527144872 1
 
< 0.1%
-8.483441127 1
 
< 0.1%
-8.454599243 1
 
< 0.1%
-8.420245605 1
 
< 0.1%
-8.245481399 1
 
< 0.1%
ValueCountFrequency (%)
10.50309009 1
< 0.1%
8.361985192 1
< 0.1%
8.316275439 1
< 0.1%
8.272232984 1
< 0.1%
7.357255162 1
< 0.1%
7.248762607 1
< 0.1%
7.220157654 1
< 0.1%
7.057496403 1
< 0.1%
6.790452189 1
< 0.1%
6.090513506 1
< 0.1%

V23
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.6385236 × 10-16
Minimum-44.807735
Maximum22.528412
Zeros0
Zeros (%)0.0%
Negative148400
Negative (%)52.1%
Memory size2.2 MiB
2023-04-23T13:05:47.612635image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-44.807735
5-th percentile-0.47224645
Q1-0.16184635
median-0.01119293
Q30.14764206
95-th percentile0.48801597
Maximum22.528412
Range67.336147
Interquartile range (IQR)0.30948841

Descriptive statistics

Standard deviation0.6244603
Coefficient of variation (CV)2.3667034 × 1015
Kurtosis440.08866
Mean2.6385236 × 10-16
Median Absolute Deviation (MAD)0.15449308
Skewness-5.8751403
Sum7.4805939 × 10-11
Variance0.38995066
MonotonicityNot monotonic
2023-04-23T13:05:47.754141image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.02067466769 77
 
< 0.1%
0.140304302 77
 
< 0.1%
0.3541980943 62
 
< 0.1%
-0.07299107927 60
 
< 0.1%
0.363484906 53
 
< 0.1%
-0.03658428268 48
 
< 0.1%
-0.1185975116 45
 
< 0.1%
-0.09254896958 40
 
< 0.1%
-0.1140694638 39
 
< 0.1%
-0.3315996894 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-44.8077352 1
< 0.1%
-36.66600007 1
< 0.1%
-32.828995 1
< 0.1%
-30.26972001 1
< 0.1%
-27.53364329 1
< 0.1%
-27.21543637 1
< 0.1%
-26.75111866 1
< 0.1%
-26.42974136 1
< 0.1%
-25.35674425 1
< 0.1%
-23.22201631 1
< 0.1%
ValueCountFrequency (%)
22.52841169 1
< 0.1%
22.08354487 1
< 0.1%
20.8033441 1
< 0.1%
19.22816908 1
< 0.1%
19.00294182 1
< 0.1%
18.94673404 1
< 0.1%
18.36447227 1
< 0.1%
17.7684618 1
< 0.1%
17.75173056 1
< 0.1%
17.60663686 1
< 0.1%

V24
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.4725919 × 10-15
Minimum-2.8366269
Maximum4.5845491
Zeros0
Zeros (%)0.0%
Negative127732
Negative (%)44.8%
Memory size2.2 MiB
2023-04-23T13:05:47.926510image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-2.8366269
5-th percentile-1.1436623
Q1-0.35458614
median0.040976056
Q30.4395266
95-th percentile0.86635763
Maximum4.5845491
Range7.4211761
Interquartile range (IQR)0.79411274

Descriptive statistics

Standard deviation0.60564707
Coefficient of variation (CV)1.3541299 × 1014
Kurtosis0.6188708
Mean4.4725919 × 10-15
Median Absolute Deviation (MAD)0.39713895
Skewness-0.5524993
Sum1.273861 × 10-9
Variance0.36680837
MonotonicityNot monotonic
2023-04-23T13:05:48.067935image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.7262118838 77
 
< 0.1%
0.3578272493 77
 
< 0.1%
0.6207093385 62
 
< 0.1%
1.01813597 60
 
< 0.1%
0.6048265698 53
 
< 0.1%
0.5296927676 48
 
< 0.1%
0.8914796679 45
 
< 0.1%
-1.345663706 40
 
< 0.1%
0.9159355995 39
 
< 0.1%
1.00995228 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-2.836626919 1
< 0.1%
-2.824848903 1
< 0.1%
-2.822683592 1
< 0.1%
-2.822383969 1
< 0.1%
-2.814897636 1
< 0.1%
-2.807896962 1
< 0.1%
-2.790479323 1
< 0.1%
-2.78961381 1
< 0.1%
-2.776600389 1
< 0.1%
-2.775669771 1
< 0.1%
ValueCountFrequency (%)
4.584549137 1
< 0.1%
4.02286589 1
< 0.1%
4.016341817 1
< 0.1%
4.014444385 1
< 0.1%
3.998293678 1
< 0.1%
3.99064595 1
< 0.1%
3.979636646 1
< 0.1%
3.962197343 1
< 0.1%
3.957012821 1
< 0.1%
3.951679291 1
< 0.1%

V25
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.2171715 × 10-16
Minimum-10.295397
Maximum7.5195887
Zeros0
Zeros (%)0.0%
Negative139302
Negative (%)48.9%
Memory size2.2 MiB
2023-04-23T13:05:49.069303image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-10.295397
5-th percentile-0.82502637
Q1-0.31714505
median0.016593502
Q30.35071556
95-th percentile0.76069858
Maximum7.5195887
Range17.814986
Interquartile range (IQR)0.66786062

Descriptive statistics

Standard deviation0.52127807
Coefficient of variation (CV)9.9915839 × 1014
Kurtosis4.2904123
Mean5.2171715 × 10-16
Median Absolute Deviation (MAD)0.3339634
Skewness-0.41579259
Sum1.4642865 × 10-10
Variance0.27173083
MonotonicityNot monotonic
2023-04-23T13:05:49.210454image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.366624307 77
 
< 0.1%
0.1864229457 77
 
< 0.1%
-0.2971378761 62
 
< 0.1%
0.6635747725 60
 
< 0.1%
-0.2645595863 53
 
< 0.1%
0.414685142 48
 
< 0.1%
0.7302403643 45
 
< 0.1%
0.5103049571 40
 
< 0.1%
0.7300730401 39
 
< 0.1%
0.2337301799 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-10.29539707 1
< 0.1%
-8.69662677 1
< 0.1%
-7.495741104 1
< 0.1%
-7.081325346 1
< 0.1%
-7.025783182 1
< 0.1%
-6.712623728 1
< 0.1%
-6.429333989 1
< 0.1%
-6.035054268 1
< 0.1%
-5.7852551 1
< 0.1%
-5.785209207 1
< 0.1%
ValueCountFrequency (%)
7.519588679 1
< 0.1%
6.070850384 1
< 0.1%
5.852483571 1
< 0.1%
5.826159035 1
< 0.1%
5.541597595 1
< 0.1%
5.525092704 1
< 0.1%
5.521139565 1
< 0.1%
5.473885357 1
< 0.1%
5.376594958 1
< 0.1%
4.881207473 1
< 0.1%

V26
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6864996 × 10-15
Minimum-2.6045506
Maximum3.5173456
Zeros0
Zeros (%)0.0%
Negative151720
Negative (%)53.3%
Memory size2.2 MiB
2023-04-23T13:05:49.367656image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-2.6045506
5-th percentile-0.69734826
Q1-0.32698393
median-0.052139108
Q30.24095217
95-th percentile0.92091543
Maximum3.5173456
Range6.1218962
Interquartile range (IQR)0.5679361

Descriptive statistics

Standard deviation0.48222701
Coefficient of variation (CV)2.8593367 × 1014
Kurtosis0.91900577
Mean1.6864996 × 10-15
Median Absolute Deviation (MAD)0.280448
Skewness0.57669262
Sum4.7793947 × 10-10
Variance0.23254289
MonotonicityNot monotonic
2023-04-23T13:05:49.493137image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.398827515 77
 
< 0.1%
0.09654447079 77
 
< 0.1%
0.1667356343 62
 
< 0.1%
-0.6713228443 60
 
< 0.1%
0.2196706474 53
 
< 0.1%
0.7358696518 48
 
< 0.1%
0.3840134458 45
 
< 0.1%
-0.1826735225 40
 
< 0.1%
0.3838794176 39
 
< 0.1%
-0.8244705574 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-2.604550553 1
< 0.1%
-2.534329721 1
< 0.1%
-2.24162029 1
< 0.1%
-2.068560869 1
< 0.1%
-1.855355338 1
< 0.1%
-1.778061476 1
< 0.1%
-1.77357484 1
< 0.1%
-1.732917021 1
< 0.1%
-1.73200827 1
< 0.1%
-1.726927874 1
< 0.1%
ValueCountFrequency (%)
3.517345612 1
< 0.1%
3.463245654 1
< 0.1%
3.415636243 1
< 0.1%
3.220178375 1
< 0.1%
3.155327473 1
< 0.1%
3.122747439 1
< 0.1%
3.119294529 1
< 0.1%
3.118588477 1
< 0.1%
3.116200102 1
< 0.1%
3.087444274 1
< 0.1%

V27
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.65928 × 10-16
Minimum-22.565679
Maximum31.612198
Zeros0
Zeros (%)0.0%
Negative141004
Negative (%)49.5%
Memory size2.2 MiB
2023-04-23T13:05:49.639764image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-22.565679
5-th percentile-0.41524596
Q1-0.070839529
median0.001342146
Q30.09104512
95-th percentile0.38774616
Maximum31.612198
Range54.177877
Interquartile range (IQR)0.16188465

Descriptive statistics

Standard deviation0.40363249
Coefficient of variation (CV)-1.103038 × 1015
Kurtosis244.98924
Mean-3.65928 × 10-16
Median Absolute Deviation (MAD)0.078260812
Skewness-1.1702089
Sum-1.0410872 × 10-10
Variance0.16291919
MonotonicityNot monotonic
2023-04-23T13:05:49.775805image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.02773512151 77
 
< 0.1%
-0.03586631529 77
 
< 0.1%
-0.06829900993 62
 
< 0.1%
0.09680094523 60
 
< 0.1%
-0.03920945159 53
 
< 0.1%
-0.05823276765 48
 
< 0.1%
-0.02846527247 45
 
< 0.1%
0.1070583025 40
 
< 0.1%
-0.03190230409 39
 
< 0.1%
0.2413052126 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-22.56567932 1
< 0.1%
-9.895244048 1
< 0.1%
-9.845807693 1
< 0.1%
-9.793567905 1
< 0.1%
-9.544855375 1
< 0.1%
-9.543518336 1
< 0.1%
-9.390979796 1
< 0.1%
-8.878665148 2
< 0.1%
-8.839765802 2
< 0.1%
-8.703067823 1
< 0.1%
ValueCountFrequency (%)
31.61219811 1
< 0.1%
12.15240111 1
< 0.1%
11.13573984 1
< 0.1%
10.50788435 1
< 0.1%
10.13559735 1
< 0.1%
9.879903026 1
< 0.1%
9.200882567 1
< 0.1%
8.932638749 1
< 0.1%
8.70897234 1
< 0.1%
8.254375597 1
< 0.1%

V28
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.2209035 × 10-16
Minimum-15.430084
Maximum33.847808
Zeros0
Zeros (%)0.0%
Negative125888
Negative (%)44.2%
Memory size2.2 MiB
2023-04-23T13:05:49.916850image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum-15.430084
5-th percentile-0.31784316
Q1-0.052959793
median0.011243832
Q30.078279955
95-th percentile0.25608971
Maximum33.847808
Range49.277892
Interquartile range (IQR)0.13123975

Descriptive statistics

Standard deviation0.33008326
Coefficient of variation (CV)-2.7035984 × 1015
Kurtosis933.3975
Mean-1.2209035 × 10-16
Median Absolute Deviation (MAD)0.06516569
Skewness11.192091
Sum-3.4660275 × 10-11
Variance0.10895496
MonotonicityNot monotonic
2023-04-23T13:05:50.058216image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.06028215108 77
 
< 0.1%
0.01849457297 77
 
< 0.1%
-0.02958470284 62
 
< 0.1%
0.02869687829 60
 
< 0.1%
-0.0427869554 53
 
< 0.1%
-0.02665761951 48
 
< 0.1%
0.03612330941 45
 
< 0.1%
0.07181800295 40
 
< 0.1%
0.0298493414 39
 
< 0.1%
-0.02035863786 36
 
< 0.1%
Other values (275653) 284270
99.8%
ValueCountFrequency (%)
-15.43008391 1
< 0.1%
-11.71089564 1
< 0.1%
-9.617915452 1
< 0.1%
-8.6565699 1
< 0.1%
-8.478685643 1
< 0.1%
-8.464609243 1
< 0.1%
-8.424041001 1
< 0.1%
-8.412266628 1
< 0.1%
-8.364853332 1
< 0.1%
-8.33812262 1
< 0.1%
ValueCountFrequency (%)
33.84780782 1
< 0.1%
22.62007222 1
< 0.1%
16.12960914 1
< 0.1%
15.94215098 1
< 0.1%
15.87047405 1
< 0.1%
15.86672079 1
< 0.1%
15.7696356 1
< 0.1%
15.7268066 1
< 0.1%
15.64913396 1
< 0.1%
15.63268866 1
< 0.1%

Amount
Real number (ℝ)

Distinct32767
Distinct (%)11.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean88.349619
Minimum0
Maximum25691.16
Zeros1825
Zeros (%)0.6%
Negative0
Negative (%)0.0%
Memory size2.2 MiB
2023-04-23T13:05:50.214822image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.92
Q15.6
median22
Q377.165
95-th percentile365
Maximum25691.16
Range25691.16
Interquartile range (IQR)71.565

Descriptive statistics

Standard deviation250.12011
Coefficient of variation (CV)2.8310265
Kurtosis845.09265
Mean88.349619
Median Absolute Deviation (MAD)20.22
Skewness16.977724
Sum25162590
Variance62560.069
MonotonicityNot monotonic
2023-04-23T13:05:50.356195image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 13688
 
4.8%
1.98 6044
 
2.1%
0.89 4872
 
1.7%
9.99 4747
 
1.7%
15 3280
 
1.2%
0.76 2998
 
1.1%
10 2950
 
1.0%
1.29 2892
 
1.0%
1.79 2623
 
0.9%
0.99 2304
 
0.8%
Other values (32757) 238409
83.7%
ValueCountFrequency (%)
0 1825
0.6%
0.01 718
 
0.3%
0.02 85
 
< 0.1%
0.03 3
 
< 0.1%
0.04 11
 
< 0.1%
0.05 44
 
< 0.1%
0.06 3
 
< 0.1%
0.07 11
 
< 0.1%
0.08 10
 
< 0.1%
0.09 2
 
< 0.1%
ValueCountFrequency (%)
25691.16 1
< 0.1%
19656.53 1
< 0.1%
18910 1
< 0.1%
12910.93 1
< 0.1%
11898.09 1
< 0.1%
11789.84 1
< 0.1%
10199.44 1
< 0.1%
10000 1
< 0.1%
8790.26 1
< 0.1%
8787 1
< 0.1%

Class
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.2 MiB
0
284315 
1
 
492

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters284807
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 284315
99.8%
1 492
 
0.2%

Length

2023-04-23T13:05:50.465940image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-04-23T13:05:50.591336image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
ValueCountFrequency (%)
0 284315
99.8%
1 492
 
0.2%

Most occurring characters

ValueCountFrequency (%)
0 284315
99.8%
1 492
 
0.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 284807
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 284315
99.8%
1 492
 
0.2%

Most occurring scripts

ValueCountFrequency (%)
Common 284807
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 284315
99.8%
1 492
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 284807
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 284315
99.8%
1 492
 
0.2%

Interactions

2023-04-23T13:05:33.221076image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:17.617304image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:22.272498image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:27.130014image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:31.475640image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:36.308323image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:40.638858image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:45.283741image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:49.865384image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:54.385116image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:58.685459image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:03.511734image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:07.822529image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:12.474801image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:16.994571image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:21.984469image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:26.503030image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:31.053201image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:35.651736image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:40.218984image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:45.365731image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:50.024759image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:54.324560image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:58.797262image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:03.565023image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:08.642369image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:13.632346image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:19.203601image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:23.942627image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:28.603515image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:33.415013image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:17.789171image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:22.428711image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:27.286735image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:31.678595image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:36.465511image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:40.811653image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:45.424823image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:50.038061image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:54.526672image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:58.842619image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:03.656376image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:07.971689image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:12.634543image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:17.151670image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:22.141153image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:26.659749image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:31.210416image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:35.808925image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:40.375732image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:45.522882image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:50.166355image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:54.481735image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:58.954352image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:03.737401image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:08.815152image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:13.805158image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:19.375946image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:24.099340image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:28.760705image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:33.567379image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:17.945390image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:22.569317image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:27.428358image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:31.835957image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:36.606060image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:40.954746image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:45.581512image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:50.195261image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:54.667196image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:03:58.983724image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:03.797513image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:08.128845image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:12.773093image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:17.292228image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:22.317222image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:26.800815image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:31.351528image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:35.965615image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:40.532954image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:45.679607image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:50.306906image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:54.638435image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:59.095455image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
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2023-04-23T13:04:12.318158image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:16.853427image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:21.842972image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:26.361464image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:30.896521image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:35.495019image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:40.061787image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:45.216674image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:49.868084image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:54.183452image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:04:58.650623image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:03.423512image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:08.485700image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:13.484153image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:19.046437image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:23.785975image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:28.446800image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
2023-04-23T13:05:33.061467image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Correlations

2023-04-23T13:05:50.716811image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
Time1.0000.191-0.006-0.473-0.1420.226-0.1110.117-0.1040.0180.015-0.2270.074-0.045-0.092-0.2050.002-0.1020.0910.025-0.1200.0970.1330.149-0.016-0.2590.000-0.035-0.143-0.0400.028
V10.1911.000-0.384-0.4120.101-0.107-0.087-0.228-0.2360.1390.2320.0140.0030.048-0.0240.0300.038-0.058-0.0440.031-0.210-0.062-0.0290.145-0.0000.0490.006-0.105-0.208-0.0870.146
V2-0.006-0.3841.0000.0740.1550.343-0.1100.4260.007-0.078-0.212-0.0130.0530.0290.0880.0380.068-0.0020.0110.0020.041-0.098-0.056-0.0950.013-0.0860.0340.1290.138-0.5020.258
V3-0.473-0.4120.0741.0000.061-0.2240.171-0.0750.164-0.031-0.0710.056-0.0520.007-0.1310.051-0.047-0.035-0.045-0.0150.108-0.0400.004-0.140-0.0010.032-0.0170.1410.180-0.0000.354
V4-0.1420.1010.1550.0611.0000.0210.0750.060-0.0100.1050.026-0.0130.148-0.0250.0990.053-0.0410.0490.021-0.018-0.0100.039-0.0050.010-0.0090.061-0.064-0.0340.005-0.0220.373
V50.226-0.1070.343-0.2240.0211.000-0.0080.432-0.057-0.057-0.1550.011-0.0490.0200.035-0.041-0.008-0.146-0.0160.0120.057-0.040-0.011-0.108-0.023-0.0160.0300.013-0.028-0.3140.192
V6-0.111-0.087-0.1100.1710.075-0.0081.000-0.2930.4440.0290.0630.0600.037-0.004-0.069-0.046-0.020-0.0270.0520.0320.0530.0350.040-0.050-0.135-0.011-0.0240.0740.0200.2050.000
V70.117-0.2280.426-0.0750.0600.432-0.2931.000-0.389-0.100-0.2080.004-0.044-0.0160.058-0.051-0.120-0.147-0.0710.0010.161-0.022-0.024-0.186-0.013-0.0460.017-0.0940.056-0.0300.305
V8-0.104-0.2360.0070.164-0.010-0.0570.444-0.3891.000-0.003-0.1210.0530.106-0.1450.041-0.0170.0900.0750.067-0.0330.0060.0770.0200.075-0.025-0.074-0.0080.1900.0900.0040.196
V90.0180.139-0.078-0.0310.105-0.0570.029-0.100-0.0031.000-0.291-0.0310.103-0.048-0.031-0.004-0.032-0.069-0.0150.003-0.015-0.0660.0020.074-0.002-0.0230.027-0.002-0.104-0.0770.388
V100.0150.232-0.212-0.0710.026-0.1550.063-0.208-0.121-0.2911.0000.034-0.1640.0000.005-0.027-0.055-0.148-0.0540.040-0.087-0.0470.0420.077-0.008-0.017-0.027-0.020-0.1310.0550.551
V11-0.2270.014-0.0130.056-0.0130.0110.0600.0040.053-0.0310.0341.0000.197-0.0350.151-0.0360.0690.0740.0690.0100.042-0.0010.0010.031-0.005-0.005-0.006-0.026-0.028-0.0440.614
V120.0740.0030.053-0.0520.148-0.0490.037-0.0440.1060.103-0.1640.1971.0000.187-0.053-0.069-0.118-0.205-0.0660.0200.0140.031-0.0140.081-0.0020.0030.0120.029-0.008-0.0390.662
V13-0.0450.0480.0290.007-0.0250.020-0.004-0.016-0.145-0.0480.000-0.0350.1871.000-0.0930.0140.000-0.017-0.010-0.0060.101-0.0500.0070.0020.0050.003-0.0040.004-0.007-0.0060.008
V14-0.092-0.0240.088-0.1310.0990.035-0.0690.0580.041-0.0310.0050.151-0.053-0.0931.0000.019-0.127-0.165-0.0270.021-0.1060.084-0.0090.016-0.0220.036-0.005-0.091-0.018-0.0050.665
V15-0.2050.0300.0380.0510.053-0.041-0.046-0.051-0.017-0.004-0.027-0.036-0.0690.0140.0191.0000.014-0.0240.013-0.0550.0950.0320.0020.0320.0230.011-0.0160.0290.039-0.0720.007
V160.0020.0380.068-0.047-0.041-0.008-0.020-0.1200.090-0.032-0.0550.069-0.1180.000-0.1270.0141.000-0.2370.0230.0170.1770.092-0.0450.045-0.030-0.0150.042-0.046-0.010-0.1060.585
V17-0.102-0.058-0.002-0.0350.049-0.146-0.027-0.1470.075-0.069-0.1480.074-0.205-0.017-0.165-0.024-0.2371.000-0.1580.045-0.017-0.0090.0130.0370.0520.004-0.0090.0460.0650.0540.691
V180.091-0.0440.011-0.0450.021-0.0160.052-0.0710.067-0.015-0.0540.069-0.066-0.010-0.0270.0130.023-0.1581.000-0.004-0.1060.0260.057-0.109-0.048-0.006-0.0270.0210.0230.0480.507
V190.0250.0310.002-0.015-0.0180.0120.0320.001-0.0330.0030.0400.0100.020-0.0060.021-0.0550.0170.045-0.0041.0000.233-0.006-0.012-0.078-0.0560.004-0.016-0.019-0.041-0.0090.077
V20-0.120-0.2100.0410.108-0.0100.0570.0530.1610.006-0.015-0.0870.0420.0140.101-0.1060.0950.177-0.017-0.1060.2331.0000.1150.034-0.1950.0410.0450.0470.1040.2750.2010.017
V210.097-0.062-0.098-0.0400.039-0.0400.035-0.0220.077-0.066-0.047-0.0010.031-0.0500.0840.0320.092-0.0090.026-0.0060.1151.0000.677-0.2500.0320.037-0.040-0.0270.0670.1940.094
V220.133-0.029-0.0560.004-0.005-0.0110.040-0.0240.0200.0020.0420.001-0.0140.007-0.0090.002-0.0450.0130.057-0.0120.0340.6771.000-0.2390.0150.029-0.0400.073-0.0370.0800.106
V230.1490.145-0.095-0.1400.010-0.108-0.050-0.1860.0750.0740.0770.0310.0810.0020.0160.0320.0450.037-0.109-0.078-0.195-0.250-0.2391.0000.097-0.426-0.0020.049-0.069-0.0570.018
V24-0.016-0.0000.013-0.001-0.009-0.023-0.135-0.013-0.025-0.002-0.008-0.005-0.0020.005-0.0220.023-0.0300.052-0.048-0.0560.0410.0320.0150.0971.0000.0010.005-0.0360.047-0.0130.009
V25-0.2590.049-0.0860.0320.061-0.016-0.011-0.046-0.074-0.023-0.017-0.0050.0030.0030.0360.011-0.0150.004-0.0060.0040.0450.0370.029-0.4260.0011.000-0.053-0.092-0.0520.0230.022
V260.0000.0060.034-0.017-0.0640.030-0.0240.017-0.0080.027-0.027-0.0060.012-0.004-0.005-0.0160.042-0.009-0.027-0.0160.047-0.040-0.040-0.0020.005-0.0531.000-0.163-0.022-0.0670.002
V27-0.035-0.1050.1290.141-0.0340.0130.074-0.0940.190-0.002-0.020-0.0260.0290.004-0.0910.029-0.0460.0460.021-0.0190.104-0.0270.0730.049-0.036-0.092-0.1631.0000.458-0.1270.041
V28-0.143-0.2080.1380.1800.005-0.0280.0200.0560.090-0.104-0.131-0.028-0.008-0.007-0.0180.039-0.0100.0650.023-0.0410.2750.067-0.037-0.0690.047-0.052-0.0220.4581.0000.0100.031
Amount-0.040-0.087-0.502-0.000-0.022-0.3140.205-0.0300.004-0.0770.055-0.044-0.039-0.006-0.005-0.072-0.1060.0540.048-0.0090.2010.1940.080-0.057-0.0130.023-0.067-0.1270.0101.0000.000
Class0.0280.1460.2580.3540.3730.1920.0000.3050.1960.3880.5510.6140.6620.0080.6650.0070.5850.6910.5070.0770.0170.0940.1060.0180.0090.0220.0020.0410.0310.0001.000

Missing values

2023-04-23T13:05:38.124383image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
A simple visualization of nullity by column.
2023-04-23T13:05:38.989054image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
00.00-1.36-0.072.541.38-0.340.460.240.100.360.09-0.55-0.62-0.99-0.311.47-0.470.210.030.400.25-0.020.28-0.110.070.13-0.190.13-0.02149.620
10.001.190.270.170.450.06-0.08-0.080.09-0.26-0.171.611.070.49-0.140.640.46-0.11-0.18-0.15-0.07-0.23-0.640.10-0.340.170.13-0.010.012.690
21.00-1.36-1.341.770.38-0.501.800.790.25-1.510.210.620.070.72-0.172.35-2.891.11-0.12-2.260.520.250.770.91-0.69-0.33-0.14-0.06-0.06378.660
31.00-0.97-0.191.79-0.86-0.011.250.240.38-1.39-0.05-0.230.180.51-0.29-0.63-1.06-0.681.97-1.23-0.21-0.110.01-0.19-1.180.65-0.220.060.06123.500
42.00-1.160.881.550.40-0.410.100.59-0.270.820.75-0.820.541.35-1.120.18-0.45-0.24-0.040.800.41-0.010.80-0.140.14-0.210.500.220.2269.990
52.00-0.430.961.14-0.170.42-0.030.480.26-0.57-0.371.340.36-0.36-0.140.520.40-0.060.07-0.030.08-0.21-0.56-0.03-0.37-0.230.110.250.083.670
64.001.230.140.051.200.190.27-0.010.080.46-0.10-1.42-0.15-0.750.170.05-0.440.00-0.61-0.05-0.22-0.17-0.27-0.15-0.780.75-0.260.030.014.990
77.00-0.641.421.07-0.490.950.431.12-3.810.621.25-0.620.291.76-1.320.69-0.08-1.22-0.360.32-0.161.94-1.020.06-0.65-0.42-0.05-1.21-1.0940.800
87.00-0.890.29-0.11-0.272.673.720.370.85-0.39-0.41-0.71-0.11-0.290.07-0.33-0.21-0.500.120.570.05-0.07-0.27-0.201.010.37-0.380.010.1493.200
99.00-0.341.121.04-0.220.50-0.250.650.07-0.74-0.371.020.841.01-0.440.150.74-0.540.480.450.20-0.25-0.63-0.12-0.39-0.070.090.250.083.680
TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
284797172782.00-0.240.710.40-0.460.24-1.340.93-0.210.11-0.28-0.61-0.07-0.730.24-0.29-0.25-0.17-0.89-0.29-0.14-0.23-0.510.280.37-0.560.110.130.085.490
284798172782.000.220.88-0.640.96-0.15-1.010.430.12-0.29-0.11-1.11-0.45-1.051.121.24-1.430.94-0.002.890.010.100.340.250.06-1.510.140.180.2224.050
284799172783.00-1.78-0.001.190.331.205.52-1.522.081.16-0.59-1.260.45-0.24-0.86-0.77-0.640.450.390.790.350.100.65-0.350.750.70-0.130.450.1379.990
284800172784.002.04-0.18-1.200.23-0.01-0.730.02-0.120.440.270.520.56-0.830.63-0.540.23-0.61-0.160.56-0.26-0.27-0.720.30-0.36-0.320.20-0.08-0.082.680
284801172785.000.120.93-0.55-0.751.13-0.240.810.12-0.20-0.660.640.19-0.55-0.73-0.810.600.070.370.130.00-0.31-0.810.050.10-0.440.120.220.072.690
284802172786.00-11.8810.07-9.83-2.07-5.36-2.61-4.927.311.914.36-1.592.71-0.694.63-0.921.111.990.51-0.681.480.210.111.01-0.511.440.250.940.820.770
284803172787.00-0.73-0.062.04-0.740.871.060.020.290.58-0.98-0.150.921.21-0.681.16-0.71-0.03-1.22-1.550.060.210.920.01-1.02-0.61-0.400.07-0.0524.790
284804172788.001.92-0.30-3.25-0.562.633.03-0.300.710.43-0.480.410.06-0.18-0.511.330.140.310.40-0.580.000.230.58-0.040.640.27-0.090.00-0.0367.880
284805172788.00-0.240.530.700.69-0.380.62-0.690.680.39-0.40-1.93-0.96-1.040.451.96-0.610.511.112.900.130.270.80-0.160.12-0.570.550.110.1010.000
284806172792.00-0.53-0.190.70-0.51-0.01-0.651.58-0.410.49-0.92-1.04-0.03-0.19-0.080.04-0.30-0.660.17-0.260.380.260.640.380.01-0.47-0.82-0.000.01217.000

Duplicate rows

Most frequently occurring

TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass# duplicates
723163152.00-1.201.572.893.381.543.700.56-0.150.124.221.38-0.71-0.26-1.561.69-0.79-0.23-0.410.231.39-0.370.52-0.36-0.87-0.130.33-0.04-0.861.51018
724163152.00-1.201.592.883.381.513.720.59-0.160.124.221.39-0.71-0.26-1.561.69-0.79-0.23-0.410.231.38-0.370.52-0.36-0.87-0.130.33-0.04-0.867.56018
14643153.00-2.092.201.652.94-1.680.53-1.351.79-0.720.60-0.98-0.55-1.340.831.250.031.070.160.210.080.220.57-0.040.370.160.440.210.090.7609
766170731.002.030.77-2.113.631.35-0.500.95-0.29-1.371.65-1.60-1.51-2.141.19-0.880.18-0.42-0.46-1.41-0.430.240.66-0.100.580.640.35-0.12-0.080.7609
28168207.00-13.1912.79-9.913.32-4.805.76-18.75-37.35-0.39-5.054.41-4.61-1.91-9.07-0.23-6.21-6.25-3.150.05-3.4927.20-8.895.30-0.640.26-0.111.270.941.0016
25064947.00-6.383.291.73-1.590.200.212.94-3.427.9411.523.02-0.78-1.14-5.800.41-1.73-2.37-0.53-0.102.95-1.610.39-0.370.480.15-0.54-4.80-3.695.9605
25164947.00-6.373.301.73-1.590.190.232.96-3.427.9411.523.02-0.78-1.14-5.800.41-1.72-2.38-0.53-0.102.95-1.610.39-0.370.480.15-0.54-4.79-3.709.9905
25264947.00-6.373.311.72-1.590.170.232.97-3.427.9411.523.02-0.78-1.14-5.800.41-1.72-2.38-0.53-0.102.94-1.610.39-0.360.480.15-0.54-4.79-3.7012.3305
25364947.00-6.343.351.71-1.600.080.303.06-3.447.9311.503.03-0.79-1.14-5.810.41-1.72-2.38-0.53-0.102.91-1.630.40-0.360.480.16-0.53-4.76-3.7134.2705
25464947.00-6.333.371.70-1.610.020.343.11-3.457.9311.503.03-0.80-1.14-5.810.41-1.71-2.38-0.53-0.102.89-1.630.40-0.350.480.16-0.53-4.75-3.7146.3205